Pandas Profiling Report

Dataset statistics

Number of variables	24
Number of observations	195
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	36.7 KiB
Average record size in memory	192.7 B

Variable types

Categorical	2
Numeric	22

Alerts

`name` has a high cardinality: 195 distinct values	High cardinality
`MDVP:Fo(Hz)` is highly correlated with `MDVP:Fhi(Hz)` and 1 other fields	High correlation
`MDVP:Fhi(Hz)` is highly correlated with `MDVP:Fo(Hz)`	High correlation
`MDVP:Jitter(%)` is highly correlated with `MDVP:Jitter(Abs)` and 13 other fields	High correlation
`MDVP:Jitter(Abs)` is highly correlated with `MDVP:Fo(Hz)` and 15 other fields	High correlation
`MDVP:RAP` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:PPQ` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`Jitter:DDP` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:Shimmer` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`MDVP:Shimmer(dB)` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`Shimmer:APQ3` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`Shimmer:APQ5` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`MDVP:APQ` is highly correlated with `MDVP:Jitter(%)` and 15 other fields	High correlation
`Shimmer:DDA` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`NHR` is highly correlated with `MDVP:Jitter(%)` and 15 other fields	High correlation
`HNR` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`status` is highly correlated with `spread1` and 1 other fields	High correlation
`RPDE` is highly correlated with `MDVP:Jitter(Abs)` and 10 other fields	High correlation
`spread1` is highly correlated with `MDVP:Jitter(%)` and 16 other fields	High correlation
`spread2` is highly correlated with `MDVP:APQ` and 2 other fields	High correlation
`D2` is highly correlated with `NHR`	High correlation
`PPE` is highly correlated with `MDVP:Jitter(%)` and 16 other fields	High correlation
`MDVP:Fo(Hz)` is highly correlated with `MDVP:Flo(Hz)`	High correlation
`MDVP:Flo(Hz)` is highly correlated with `MDVP:Fo(Hz)`	High correlation
`MDVP:Jitter(%)` is highly correlated with `MDVP:Jitter(Abs)` and 13 other fields	High correlation
`MDVP:Jitter(Abs)` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:RAP` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:PPQ` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`Jitter:DDP` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:Shimmer` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`MDVP:Shimmer(dB)` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`Shimmer:APQ3` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`Shimmer:APQ5` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`MDVP:APQ` is highly correlated with `MDVP:Jitter(%)` and 15 other fields	High correlation
`Shimmer:DDA` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`NHR` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`HNR` is highly correlated with `MDVP:Jitter(%)` and 15 other fields	High correlation
`status` is highly correlated with `spread1` and 1 other fields	High correlation
`RPDE` is highly correlated with `HNR` and 2 other fields	High correlation
`spread1` is highly correlated with `MDVP:Jitter(%)` and 16 other fields	High correlation
`spread2` is highly correlated with `MDVP:APQ` and 3 other fields	High correlation
`D2` is highly correlated with `MDVP:Shimmer` and 5 other fields	High correlation
`PPE` is highly correlated with `MDVP:Jitter(%)` and 16 other fields	High correlation
`MDVP:Fo(Hz)` is highly correlated with `MDVP:Fhi(Hz)`	High correlation
`MDVP:Fhi(Hz)` is highly correlated with `MDVP:Fo(Hz)`	High correlation
`MDVP:Jitter(%)` is highly correlated with `MDVP:Jitter(Abs)` and 13 other fields	High correlation
`MDVP:Jitter(Abs)` is highly correlated with `MDVP:Jitter(%)` and 9 other fields	High correlation
`MDVP:RAP` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:PPQ` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`Jitter:DDP` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:Shimmer` is highly correlated with `MDVP:Jitter(%)` and 11 other fields	High correlation
`MDVP:Shimmer(dB)` is highly correlated with `MDVP:Jitter(%)` and 11 other fields	High correlation
`Shimmer:APQ3` is highly correlated with `MDVP:Jitter(%)` and 10 other fields	High correlation
`Shimmer:APQ5` is highly correlated with `MDVP:Jitter(%)` and 10 other fields	High correlation
`MDVP:APQ` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`Shimmer:DDA` is highly correlated with `MDVP:Jitter(%)` and 10 other fields	High correlation
`NHR` is highly correlated with `MDVP:Jitter(%)` and 11 other fields	High correlation
`HNR` is highly correlated with `MDVP:Jitter(%)` and 10 other fields	High correlation
`spread1` is highly correlated with `MDVP:Jitter(%)` and 6 other fields	High correlation
`PPE` is highly correlated with `MDVP:Jitter(%)` and 6 other fields	High correlation
`MDVP:Fo(Hz)` is highly correlated with `MDVP:Fhi(Hz)` and 8 other fields	High correlation
`MDVP:Fhi(Hz)` is highly correlated with `MDVP:Fo(Hz)` and 2 other fields	High correlation
`MDVP:Flo(Hz)` is highly correlated with `MDVP:Fo(Hz)` and 7 other fields	High correlation
`MDVP:Jitter(%)` is highly correlated with `MDVP:Jitter(Abs)` and 13 other fields	High correlation
`MDVP:Jitter(Abs)` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:RAP` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:PPQ` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`Jitter:DDP` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`MDVP:Shimmer` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`MDVP:Shimmer(dB)` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`Shimmer:APQ3` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`Shimmer:APQ5` is highly correlated with `MDVP:Jitter(%)` and 16 other fields	High correlation
`MDVP:APQ` is highly correlated with `MDVP:Jitter(%)` and 16 other fields	High correlation
`Shimmer:DDA` is highly correlated with `MDVP:Jitter(%)` and 13 other fields	High correlation
`NHR` is highly correlated with `MDVP:Jitter(%)` and 14 other fields	High correlation
`HNR` is highly correlated with `MDVP:Fo(Hz)` and 18 other fields	High correlation
`status` is highly correlated with `MDVP:Fo(Hz)` and 7 other fields	High correlation
`RPDE` is highly correlated with `HNR` and 3 other fields	High correlation
`DFA` is highly correlated with `MDVP:Fo(Hz)` and 3 other fields	High correlation
`spread1` is highly correlated with `MDVP:Fo(Hz)` and 20 other fields	High correlation
`spread2` is highly correlated with `MDVP:Fo(Hz)` and 10 other fields	High correlation
`D2` is highly correlated with `MDVP:Fo(Hz)` and 8 other fields	High correlation
`PPE` is highly correlated with `MDVP:Fo(Hz)` and 20 other fields	High correlation
`name` is uniformly distributed	Uniform
`name` has unique values	Unique
`MDVP:Fo(Hz)` has unique values	Unique
`MDVP:Fhi(Hz)` has unique values	Unique
`MDVP:Flo(Hz)` has unique values	Unique
`HNR` has unique values	Unique
`RPDE` has unique values	Unique
`DFA` has unique values	Unique
`spread1` has unique values	Unique
`D2` has unique values	Unique
`PPE` has unique values	Unique

Reproduction

Analysis started	2022-05-17 12:55:07.051369
Analysis finished	2022-05-17 12:55:58.645022
Duration	51.59 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

name
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

phon_R01_S01_1	1
phon_R01_S35_1	1
phon_R01_S31_3	1
phon_R01_S31_4	1
phon_R01_S31_5	1
Other values (190)	190

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Characters and Unicode

Total characters	2730
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	195 ?
Unique (%)	100.0%

Sample

1st row	phon_R01_S01_1
2nd row	phon_R01_S01_2
3rd row	phon_R01_S01_3
4th row	phon_R01_S01_4
5th row	phon_R01_S01_5

Common Values

Value	Count	Frequency (%)
phon_R01_S01_1	1	0.5%
phon_R01_S35_1	1	0.5%
phon_R01_S31_3	1	0.5%
phon_R01_S31_4	1	0.5%
phon_R01_S31_5	1	0.5%
phon_R01_S31_6	1	0.5%
phon_R01_S32_1	1	0.5%
phon_R01_S32_2	1	0.5%
phon_R01_S32_3	1	0.5%
phon_R01_S32_4	1	0.5%
Other values (185)	185	94.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
phon_r01_s01_1	1	0.5%
phon_r01_s13_2	1	0.5%
phon_r01_s02_6	1	0.5%
phon_r01_s01_3	1	0.5%
phon_r01_s01_4	1	0.5%
phon_r01_s01_5	1	0.5%
phon_r01_s01_6	1	0.5%
phon_r01_s02_1	1	0.5%
phon_r01_s02_2	1	0.5%
phon_r01_s02_3	1	0.5%
Other values (185)	185	94.9%

Most occurring characters

Value	Count	Frequency (%)
_	585	21.4%
1	282	10.3%
0	255	9.3%
p	195	7.1%
h	195	7.1%
S	195	7.1%
R	195	7.1%
n	195	7.1%
o	195	7.1%
2	100	3.7%
Other values (7)	338	12.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	975	35.7%
Lowercase Letter	780	28.6%
Connector Punctuation	585	21.4%
Uppercase Letter	390	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	282	28.9%
0	255	26.2%
2	100	10.3%
3	93	9.5%
4	80	8.2%
5	57	5.8%
6	50	5.1%
7	28	2.9%
9	18	1.8%
8	12	1.2%

Lowercase Letter

Value	Count	Frequency (%)
p	195	25.0%
h	195	25.0%
n	195	25.0%
o	195	25.0%

Uppercase Letter

Value	Count	Frequency (%)
S	195	50.0%
R	195	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	585	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1560	57.1%
Latin	1170	42.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
_	585	37.5%
1	282	18.1%
0	255	16.3%
2	100	6.4%
3	93	6.0%
4	80	5.1%
5	57	3.7%
6	50	3.2%
7	28	1.8%
9	18	1.2%

Latin

Value	Count	Frequency (%)
p	195	16.7%
h	195	16.7%
S	195	16.7%
R	195	16.7%
n	195	16.7%
o	195	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2730	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
_	585	21.4%
1	282	10.3%
0	255	9.3%
p	195	7.1%
h	195	7.1%
S	195	7.1%
R	195	7.1%
n	195	7.1%
o	195	7.1%
2	100	3.7%
Other values (7)	338	12.4%

MDVP:Fo(Hz)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.228641

Minimum	88.333
Maximum	260.105
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	88.333
5-th percentile	101.8791
Q1	117.572
median	148.79
Q3	182.769
95-th percentile	236.5078
Maximum	260.105
Range	171.772
Interquartile range (IQR)	65.197

Descriptive statistics

Standard deviation	41.39006475
Coefficient of variation (CV)	0.2683682128
Kurtosis	-0.6278981067
Mean	154.228641
Median Absolute Deviation (MAD)	31.786
Skewness	0.5917374637
Sum	30074.585
Variance	1713.13746
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
119.992	1	0.5%
169.774	1	0.5%
156.239	1	0.5%
145.174	1	0.5%
138.145	1	0.5%
166.888	1	0.5%
119.031	1	0.5%
120.078	1	0.5%
120.289	1	0.5%
120.256	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
88.333	1	0.5%
91.904	1	0.5%
95.056	1	0.5%
95.385	1	0.5%
95.605	1	0.5%
95.73	1	0.5%
96.106	1	0.5%
98.804	1	0.5%
100.77	1	0.5%
100.96	1	0.5%

Value	Count	Frequency (%)
260.105	1	0.5%
252.455	1	0.5%
245.51	1	0.5%
244.99	1	0.5%
243.439	1	0.5%
242.852	1	0.5%
241.404	1	0.5%
240.301	1	0.5%
237.323	1	0.5%
237.226	1	0.5%

MDVP:Fhi(Hz)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	197.1049179

Minimum	102.145
Maximum	592.03
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	102.145
5-th percentile	115.8188
Q1	134.8625
median	175.829
Q3	224.2055
95-th percentile	410.6398
Maximum	592.03
Range	489.885
Interquartile range (IQR)	89.343

Descriptive statistics

Standard deviation	91.49154764
Coefficient of variation (CV)	0.4641768891
Kurtosis	7.627241212
Mean	197.1049179
Median Absolute Deviation (MAD)	42.485
Skewness	2.542145998
Sum	38435.459
Variance	8370.703289
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
157.302	1	0.5%
191.759	1	0.5%
195.107	1	0.5%
198.109	1	0.5%
197.238	1	0.5%
198.966	1	0.5%
127.533	1	0.5%
126.632	1	0.5%
128.143	1	0.5%
125.306	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
102.145	1	0.5%
102.305	1	0.5%
107.715	1	0.5%
108.664	1	0.5%
110.019	1	0.5%
112.24	1	0.5%
112.777	1	0.5%
113.597	1	0.5%
113.84	1	0.5%
115.697	1	0.5%

Value	Count	Frequency (%)
592.03	1	0.5%
588.518	1	0.5%
586.567	1	0.5%
581.289	1	0.5%
565.74	1	0.5%
492.892	1	0.5%
479.697	1	0.5%
450.247	1	0.5%
442.824	1	0.5%
442.557	1	0.5%

MDVP:Flo(Hz)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.3246308

Minimum	65.476
Maximum	239.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	65.476
5-th percentile	68.9464
Q1	84.291
median	104.315
Q3	140.0185
95-th percentile	220.1949
Maximum	239.17
Range	173.694
Interquartile range (IQR)	55.7275

Descriptive statistics

Standard deviation	43.52141318
Coefficient of variation (CV)	0.3741375571
Kurtosis	0.6546145211
Mean	116.3246308
Median Absolute Deviation (MAD)	23.678
Skewness	1.217350449
Sum	22683.303
Variance	1894.113405
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74.997	1	0.5%
151.451	1	0.5%
79.82	1	0.5%
80.637	1	0.5%
81.114	1	0.5%
79.512	1	0.5%
109.216	1	0.5%
105.667	1	0.5%
100.209	1	0.5%
104.773	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.476	1	0.5%
65.75	1	0.5%
65.782	1	0.5%
65.809	1	0.5%
66.004	1	0.5%
66.157	1	0.5%
67.021	1	0.5%
67.343	1	0.5%
68.401	1	0.5%
68.623	1	0.5%

Value	Count	Frequency (%)
239.17	1	0.5%
237.303	1	0.5%
232.483	1	0.5%
232.435	1	0.5%
231.848	1	0.5%
229.256	1	0.5%
227.911	1	0.5%
225.227	1	0.5%
223.634	1	0.5%
221.156	1	0.5%

MDVP:Jitter(%)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	173
Distinct (%)	88.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006220461538

Minimum	0.00168
Maximum	0.03316
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.00168
5-th percentile	0.002211
Q1	0.00346
median	0.00494
Q3	0.007365
95-th percentile	0.015561
Maximum	0.03316
Range	0.03148
Interquartile range (IQR)	0.003905

Descriptive statistics

Standard deviation	0.004848133693
Coefficient of variation (CV)	0.7793848837
Kurtosis	12.03093928
Mean	0.006220461538
Median Absolute Deviation (MAD)	0.0018
Skewness	3.084946201
Sum	1.21299
Variance	2.35044003 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00694	3	1.5%
0.00742	3	1.5%
0.00369	3	1.5%
0.00784	2	1.0%
0.00314	2	1.0%
0.00448	2	1.0%
0.00451	2	1.0%
0.00346	2	1.0%
0.00258	2	1.0%
0.00298	2	1.0%
Other values (163)	172	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00168	1	0.5%
0.00174	1	0.5%
0.00178	1	0.5%
0.0018	1	0.5%
0.00183	1	0.5%
0.00185	1	0.5%
0.00198	1	0.5%
0.00205	1	0.5%
0.0021	1	0.5%
0.00212	1	0.5%

Value	Count	Frequency (%)
0.03316	1	0.5%
0.03107	1	0.5%
0.03011	1	0.5%
0.02714	1	0.5%
0.01936	1	0.5%
0.01872	1	0.5%
0.01813	1	0.5%
0.01719	1	0.5%
0.01627	1	0.5%
0.01568	1	0.5%

MDVP:Jitter(Abs)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	19
Distinct (%)	9.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.395897436 × 10^-5

Minimum	7 × 10^-6
Maximum	0.00026
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	7 × 10^-6
5-th percentile	1 × 10^-5
Q1	2 × 10^-5
median	3 × 10^-5
Q3	6 × 10^-5
95-th percentile	0.0001
Maximum	0.00026
Range	0.000253
Interquartile range (IQR)	4 × 10^-5

Descriptive statistics

Standard deviation	3.48219086 × 10^-5
Coefficient of variation (CV)	0.7921456109
Kurtosis	10.86904252
Mean	4.395897436 × 10^-5
Median Absolute Deviation (MAD)	1 × 10^-5
Skewness	2.649071417
Sum	0.008572
Variance	1.212565319 × 10^-9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
3 × 10^-5	46	23.6%
4 × 10^-5	28	14.4%
2 × 10^-5	28	14.4%
1 × 10^-5	20	10.3%
5 × 10^-5	17	8.7%
6 × 10^-5	16	8.2%
8 × 10^-5	9	4.6%
7 × 10^-5	8	4.1%
9 × 10^-5	5	2.6%
9 × 10^-6	5	2.6%
Other values (9)	13	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7 × 10^-6	1	0.5%
9 × 10^-6	5	2.6%
1 × 10^-5	20	10.3%
2 × 10^-5	28	14.4%
3 × 10^-5	46	23.6%
4 × 10^-5	28	14.4%
5 × 10^-5	17	8.7%
6 × 10^-5	16	8.2%
7 × 10^-5	8	4.1%
8 × 10^-5	9	4.6%

Value	Count	Frequency (%)
0.00026	1	0.5%
0.00022	1	0.5%
0.00016	1	0.5%
0.00015	2	1.0%
0.00014	1	0.5%
0.00012	1	0.5%
0.00011	2	1.0%
0.0001	3	1.5%
9 × 10^-5	5	2.6%
8 × 10^-5	9	4.6%

MDVP:RAP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	155
Distinct (%)	79.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003306410256

Minimum	0.00068
Maximum	0.02144
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.00068
5-th percentile	0.001118
Q1	0.00166
median	0.0025
Q3	0.003835
95-th percentile	0.008756
Maximum	0.02144
Range	0.02076
Interquartile range (IQR)	0.002175

Descriptive statistics

Standard deviation	0.002967774416
Coefficient of variation (CV)	0.8975820258
Kurtosis	14.21379772
Mean	0.003306410256
Median Absolute Deviation (MAD)	0.00098
Skewness	3.36070845
Sum	0.64475
Variance	8.807684985 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00169	5	2.6%
0.00134	3	1.5%
0.00428	3	1.5%
0.0025	3	1.5%
0.00157	3	1.5%
0.00165	3	1.5%
0.0037	2	1.0%
0.00244	2	1.0%
0.00316	2	1.0%
0.00331	2	1.0%
Other values (145)	167	85.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00068	1	0.5%
0.00075	1	0.5%
0.00076	1	0.5%
0.00092	1	0.5%
0.00093	1	0.5%
0.00094	1	0.5%
0.001	1	0.5%
0.00105	2	1.0%
0.00109	1	0.5%
0.00113	1	0.5%

Value	Count	Frequency (%)
0.02144	1	0.5%
0.01854	1	0.5%
0.018	1	0.5%
0.01568	1	0.5%
0.01159	1	0.5%
0.01117	1	0.5%
0.01075	1	0.5%
0.00996	1	0.5%
0.00919	1	0.5%
0.00905	1	0.5%

MDVP:PPQ
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	165
Distinct (%)	84.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003446358974

Minimum	0.00092
Maximum	0.01958
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.00092
5-th percentile	0.001315
Q1	0.00186
median	0.00269
Q3	0.003955
95-th percentile	0.009083
Maximum	0.01958
Range	0.01866
Interquartile range (IQR)	0.002095

Descriptive statistics

Standard deviation	0.002758976647
Coefficient of variation (CV)	0.8005482503
Kurtosis	11.96392212
Mean	0.003446358974
Median Absolute Deviation (MAD)	0.00094
Skewness	3.073892458
Sum	0.67204
Variance	7.611952139 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00332	4	2.1%
0.00283	3	1.5%
0.00203	3	1.5%
0.00182	3	1.5%
0.00113	2	1.0%
0.00194	2	1.0%
0.00192	2	1.0%
0.00312	2	1.0%
0.00258	2	1.0%
0.0039	2	1.0%
Other values (155)	170	87.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00092	1	0.5%
0.00096	1	0.5%
0.001	1	0.5%
0.00106	1	0.5%
0.00107	1	0.5%
0.00113	2	1.0%
0.00115	1	0.5%
0.00122	1	0.5%
0.00128	1	0.5%
0.00133	1	0.5%

Value	Count	Frequency (%)
0.01958	1	0.5%
0.01699	1	0.5%
0.01628	1	0.5%
0.01522	1	0.5%
0.01154	1	0.5%
0.01027	1	0.5%
0.0099	1	0.5%
0.00963	1	0.5%
0.00946	1	0.5%
0.00909	1	0.5%

Jitter:DDP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	180
Distinct (%)	92.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009919948718

Minimum	0.00204
Maximum	0.06433
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.00204
5-th percentile	0.003354
Q1	0.004985
median	0.00749
Q3	0.011505
95-th percentile	0.026271
Maximum	0.06433
Range	0.06229
Interquartile range (IQR)	0.00652

Descriptive statistics

Standard deviation	0.008903344356
Coefficient of variation (CV)	0.8975191918
Kurtosis	14.22476191
Mean	0.009919948718
Median Absolute Deviation (MAD)	0.00293
Skewness	3.362058448
Sum	1.93439
Variance	7.926954072 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00507	3	1.5%
0.01109	2	1.0%
0.0078	2	1.0%
0.0075	2	1.0%
0.00731	2	1.0%
0.00994	2	1.0%
0.00696	2	1.0%
0.01285	2	1.0%
0.00616	2	1.0%
0.00496	2	1.0%
Other values (170)	174	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00204	1	0.5%
0.00225	1	0.5%
0.00229	1	0.5%
0.00276	1	0.5%
0.00278	1	0.5%
0.00283	1	0.5%
0.00301	1	0.5%
0.00314	1	0.5%
0.00315	1	0.5%
0.00327	1	0.5%

Value	Count	Frequency (%)
0.06433	1	0.5%
0.05563	1	0.5%
0.05401	1	0.5%
0.04705	1	0.5%
0.03476	1	0.5%
0.03351	1	0.5%
0.03225	1	0.5%
0.02987	1	0.5%
0.02756	1	0.5%
0.02716	1	0.5%

MDVP:Shimmer
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	188
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02970912821

Minimum	0.00954
Maximum	0.11908
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.00954
5-th percentile	0.011211
Q1	0.016505
median	0.02297
Q3	0.037885
95-th percentile	0.067256
Maximum	0.11908
Range	0.10954
Interquartile range (IQR)	0.02138

Descriptive statistics

Standard deviation	0.01885693186
Coefficient of variation (CV)	0.6347184518
Kurtosis	3.238308111
Mean	0.02970912821
Median Absolute Deviation (MAD)	0.00839
Skewness	1.66648041
Sum	5.79328
Variance	0.0003555838791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02448	2	1.0%
0.03273	2	1.0%
0.01608	2	1.0%
0.01725	2	1.0%
0.02293	2	1.0%
0.0145	2	1.0%
0.01503	2	1.0%
0.01412	1	0.5%
0.04479	1	0.5%
0.02503	1	0.5%
Other values (178)	178	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00954	1	0.5%
0.00958	1	0.5%
0.01015	1	0.5%
0.01022	1	0.5%
0.01024	1	0.5%
0.0103	1	0.5%
0.01033	1	0.5%
0.01043	1	0.5%
0.01064	1	0.5%
0.01098	1	0.5%

Value	Count	Frequency (%)
0.11908	1	0.5%
0.09419	1	0.5%
0.09178	1	0.5%
0.08684	1	0.5%
0.08143	1	0.5%
0.07959	1	0.5%
0.0717	1	0.5%
0.07118	1	0.5%
0.06734	1	0.5%
0.06727	1	0.5%

MDVP:Shimmer(dB)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	149
Distinct (%)	76.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2822512821

Minimum	0.085
Maximum	1.302
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.085
5-th percentile	0.1018
Q1	0.1485
median	0.221
Q3	0.35
95-th percentile	0.6527
Maximum	1.302
Range	1.217
Interquartile range (IQR)	0.2015

Descriptive statistics

Standard deviation	0.1948772901
Coefficient of variation (CV)	0.6904389898
Kurtosis	5.12819251
Mean	0.2822512821
Median Absolute Deviation (MAD)	0.086
Skewness	1.999388639
Sum	55.039
Variance	0.03797715818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.154	5	2.6%
0.197	4	2.1%
0.155	3	1.5%
0.126	3	1.5%
0.129	3	1.5%
0.145	3	1.5%
0.307	3	1.5%
0.255	3	1.5%
0.085	2	1.0%
0.107	2	1.0%
Other values (139)	164	84.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.085	2	1.0%
0.089	1	0.5%
0.09	1	0.5%
0.093	1	0.5%
0.094	1	0.5%
0.097	2	1.0%
0.098	1	0.5%
0.099	1	0.5%
0.103	1	0.5%
0.106	2	1.0%

Value	Count	Frequency (%)
1.302	1	0.5%
1.018	1	0.5%
0.93	1	0.5%
0.891	1	0.5%
0.833	1	0.5%
0.821	1	0.5%
0.784	1	0.5%
0.772	1	0.5%
0.722	1	0.5%
0.659	1	0.5%

Shimmer:APQ3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	184
Distinct (%)	94.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01566415385

Minimum	0.00455
Maximum	0.05647
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.00455
5-th percentile	0.005368
Q1	0.008245
median	0.01279
Q3	0.020265
95-th percentile	0.036227
Maximum	0.05647
Range	0.05192
Interquartile range (IQR)	0.01202

Descriptive statistics

Standard deviation	0.0101531616
Coefficient of variation (CV)	0.6481781075
Kurtosis	2.72015164
Mean	0.01566415385
Median Absolute Deviation (MAD)	0.0051
Skewness	1.58057638
Sum	3.05451
Variance	0.0001030866904
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01441	2	1.0%
0.00829	2	1.0%
0.01277	2	1.0%
0.01484	2	1.0%
0.00728	2	1.0%
0.00469	2	1.0%
0.01579	2	1.0%
0.00633	2	1.0%
0.01284	2	1.0%
0.00522	2	1.0%
Other values (174)	175	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00455	1	0.5%
0.00468	1	0.5%
0.00469	2	1.0%
0.00476	1	0.5%
0.0049	1	0.5%
0.00504	1	0.5%
0.00522	2	1.0%
0.00534	1	0.5%
0.00538	1	0.5%
0.00557	1	0.5%

Value	Count	Frequency (%)
0.05647	1	0.5%
0.05551	1	0.5%
0.05358	1	0.5%
0.04421	1	0.5%
0.04284	1	0.5%
0.04016	1	0.5%
0.03804	1	0.5%
0.03788	1	0.5%
0.03671	1	0.5%
0.0365	1	0.5%

Shimmer:APQ5
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	189
Distinct (%)	96.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01787825641

Minimum	0.0057
Maximum	0.0794
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.0057
5-th percentile	0.006383
Q1	0.00958
median	0.01347
Q3	0.02238
95-th percentile	0.042701
Maximum	0.0794
Range	0.0737
Interquartile range (IQR)	0.0128

Descriptive statistics

Standard deviation	0.01202370554
Coefficient of variation (CV)	0.6725323355
Kurtosis	3.874209652
Mean	0.01787825641
Median Absolute Deviation (MAD)	0.00468
Skewness	1.798697067
Sum	3.48626
Variance	0.0001445694949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01219	2	1.0%
0.01024	2	1.0%
0.00747	2	1.0%
0.00972	2	1.0%
0.0116	2	1.0%
0.01144	2	1.0%
0.00621	1	0.5%
0.01805	1	0.5%
0.01859	1	0.5%
0.0057	1	0.5%
Other values (179)	179	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0057	1	0.5%
0.00576	1	0.5%
0.00582	1	0.5%
0.00588	1	0.5%
0.00606	1	0.5%
0.0061	1	0.5%
0.00621	1	0.5%
0.0063	1	0.5%
0.00631	1	0.5%
0.00632	1	0.5%

Value	Count	Frequency (%)
0.0794	1	0.5%
0.05556	1	0.5%
0.05426	1	0.5%
0.05005	1	0.5%
0.04962	1	0.5%
0.04825	1	0.5%
0.04791	1	0.5%
0.0458	1	0.5%
0.04518	1	0.5%
0.04282	1	0.5%

MDVP:APQ
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	189
Distinct (%)	96.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02408148718

Minimum	0.00719
Maximum	0.13778
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.00719
5-th percentile	0.009114
Q1	0.01308
median	0.01826
Q3	0.0294
95-th percentile	0.057718
Maximum	0.13778
Range	0.13059
Interquartile range (IQR)	0.01632

Descriptive statistics

Standard deviation	0.01694673625
Coefficient of variation (CV)	0.7037246546
Kurtosis	11.16328838
Mean	0.02408148718
Median Absolute Deviation (MAD)	0.00636
Skewness	2.618046502
Sum	4.69589
Variance	0.0002871918694
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01234	2	1.0%
0.03772	2	1.0%
0.00903	2	1.0%
0.01491	2	1.0%
0.01133	2	1.0%
0.0114	2	1.0%
0.03316	1	0.5%
0.02259	1	0.5%
0.02301	1	0.5%
0.00811	1	0.5%
Other values (179)	179	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00719	1	0.5%
0.00726	1	0.5%
0.00762	1	0.5%
0.00802	1	0.5%
0.00811	1	0.5%
0.0086	1	0.5%
0.00871	1	0.5%
0.00882	1	0.5%
0.00903	2	1.0%
0.00915	1	0.5%

Value	Count	Frequency (%)
0.13778	1	0.5%
0.08808	1	0.5%
0.08318	1	0.5%
0.06824	1	0.5%
0.0646	1	0.5%
0.06359	1	0.5%
0.06259	1	0.5%
0.06196	1	0.5%
0.06023	1	0.5%
0.05783	1	0.5%

Shimmer:DDA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	189
Distinct (%)	96.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04699261538

Minimum	0.01364
Maximum	0.16942
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.01364
5-th percentile	0.016107
Q1	0.024735
median	0.03836
Q3	0.060795
95-th percentile	0.108678
Maximum	0.16942
Range	0.15578
Interquartile range (IQR)	0.03606

Descriptive statistics

Standard deviation	0.03045911943
Coefficient of variation (CV)	0.6481682107
Kurtosis	2.720661344
Mean	0.04699261538
Median Absolute Deviation (MAD)	0.01529
Skewness	1.580617994
Sum	9.16356
Variance	0.0009277579565
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02184	2	1.0%
0.04451	2	1.0%
0.01567	2	1.0%
0.04736	2	1.0%
0.01898	2	1.0%
0.03831	2	1.0%
0.01471	1	0.5%
0.03867	1	0.5%
0.03706	1	0.5%
0.04641	1	0.5%
Other values (179)	179	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01364	1	0.5%
0.01403	1	0.5%
0.01406	1	0.5%
0.01407	1	0.5%
0.01428	1	0.5%
0.01471	1	0.5%
0.01513	1	0.5%
0.01567	2	1.0%
0.01603	1	0.5%
0.01614	1	0.5%

Value	Count	Frequency (%)
0.16942	1	0.5%
0.16654	1	0.5%
0.16074	1	0.5%
0.13262	1	0.5%
0.12851	1	0.5%
0.12047	1	0.5%
0.11411	1	0.5%
0.11363	1	0.5%
0.11012	1	0.5%
0.10949	1	0.5%

NHR
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	185
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02484707692

Minimum	0.00065
Maximum	0.31482
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.00065
5-th percentile	0.002528
Q1	0.005925
median	0.01166
Q3	0.02564
95-th percentile	0.092044
Maximum	0.31482
Range	0.31417
Interquartile range (IQR)	0.019715

Descriptive statistics

Standard deviation	0.04041844856
Coefficient of variation (CV)	1.626688269
Kurtosis	21.99497411
Mean	0.02484707692
Median Absolute Deviation (MAD)	0.0069
Skewness	4.220709129
Sum	4.84518
Variance	0.001633650984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07223	2	1.0%
0.00476	2	1.0%
0.00839	2	1.0%
0.00231	2	1.0%
0.0062	2	1.0%
0.0042	2	1.0%
0.0034	2	1.0%
0.00681	2	1.0%
0.00479	2	1.0%
0.01049	2	1.0%
Other values (175)	175	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00065	1	0.5%
0.00072	1	0.5%
0.00119	1	0.5%
0.00135	1	0.5%
0.00167	1	0.5%
0.00231	2	1.0%
0.00233	1	0.5%
0.00238	1	0.5%
0.00243	1	0.5%
0.00257	1	0.5%

Value	Count	Frequency (%)
0.31482	1	0.5%
0.2593	1	0.5%
0.21713	1	0.5%
0.16744	1	0.5%
0.16265	1	0.5%
0.11843	1	0.5%
0.10952	1	0.5%
0.10748	1	0.5%
0.10715	1	0.5%
0.10323	1	0.5%

HNR
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.88597436

Minimum	8.441
Maximum	33.047
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	8.441
5-th percentile	13.4838
Q1	19.198
median	22.085
Q3	25.0755
95-th percentile	26.9742
Maximum	33.047
Range	24.606
Interquartile range (IQR)	5.8775

Descriptive statistics

Standard deviation	4.425764269
Coefficient of variation (CV)	0.202219202
Kurtosis	0.6160358344
Mean	21.88597436
Median Absolute Deviation (MAD)	2.945
Skewness	-0.5143174976
Sum	4267.765
Variance	19.58738937
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.033	1	0.5%
12.359	1	0.5%
19.196	1	0.5%
18.857	1	0.5%
18.178	1	0.5%
18.33	1	0.5%
26.842	1	0.5%
26.369	1	0.5%
23.949	1	0.5%
26.017	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.441	1	0.5%
8.867	1	0.5%
9.449	1	0.5%
10.489	1	0.5%
11.744	1	0.5%
11.866	1	0.5%
12.298	1	0.5%
12.359	1	0.5%
12.435	1	0.5%
12.529	1	0.5%

Value	Count	Frequency (%)
33.047	1	0.5%
32.684	1	0.5%
31.732	1	0.5%
30.94	1	0.5%
30.775	1	0.5%
29.928	1	0.5%
29.746	1	0.5%
28.409	1	0.5%
27.421	1	0.5%
27.166	1	0.5%

status
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

1	147
0	48

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	195
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Most occurring characters

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	195	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	195	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	195	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

RPDE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4985355385

Minimum	0.25657
Maximum	0.685151
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.25657
5-th percentile	0.3309287
Q1	0.421306
median	0.495954
Q3	0.5875625
95-th percentile	0.6532203
Maximum	0.685151
Range	0.428581
Interquartile range (IQR)	0.1662565

Descriptive statistics

Standard deviation	0.1039417141
Coefficient of variation (CV)	0.2084940914
Kurtosis	-0.9217809778
Mean	0.4985355385
Median Absolute Deviation (MAD)	0.082659
Skewness	-0.1434024138
Sum	97.21443
Variance	0.01080387994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.414783	1	0.5%
0.56161	1	0.5%
0.618663	1	0.5%
0.637518	1	0.5%
0.623209	1	0.5%
0.585169	1	0.5%
0.457541	1	0.5%
0.491345	1	0.5%
0.46716	1	0.5%
0.468621	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.25657	1	0.5%
0.263654	1	0.5%
0.27685	1	0.5%
0.296888	1	0.5%
0.305062	1	0.5%
0.305429	1	0.5%
0.306443	1	0.5%
0.311369	1	0.5%
0.32648	1	0.5%
0.329577	1	0.5%

Value	Count	Frequency (%)
0.685151	1	0.5%
0.677131	1	0.5%
0.671378	1	0.5%
0.671299	1	0.5%
0.665318	1	0.5%
0.663842	1	0.5%
0.660125	1	0.5%
0.654945	1	0.5%
0.653427	1	0.5%
0.65341	1	0.5%

DFA
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7180990462

Minimum	0.574282
Maximum	0.825288
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.574282
5-th percentile	0.6323376
Q1	0.6747575
median	0.722254
Q3	0.7618815
95-th percentile	0.8160376
Maximum	0.825288
Range	0.251006
Interquartile range (IQR)	0.087124

Descriptive statistics

Standard deviation	0.05533583035
Coefficient of variation (CV)	0.07705877155
Kurtosis	-0.6861518493
Mean	0.7180990462
Median Absolute Deviation (MAD)	0.043369
Skewness	-0.03321366071
Sum	140.029314
Variance	0.00306205412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.815285	1	0.5%
0.793509	1	0.5%
0.728421	1	0.5%
0.735546	1	0.5%
0.738245	1	0.5%
0.736964	1	0.5%
0.699787	1	0.5%
0.718839	1	0.5%
0.724045	1	0.5%
0.735136	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.574282	1	0.5%
0.58271	1	0.5%
0.605417	1	0.5%
0.623731	1	0.5%
0.62671	1	0.5%
0.627337	1	0.5%
0.628058	1	0.5%
0.628232	1	0.5%
0.630409	1	0.5%
0.631653	1	0.5%

Value	Count	Frequency (%)
0.825288	1	0.5%
0.825069	1	0.5%
0.823484	1	0.5%
0.821364	1	0.5%
0.819521	1	0.5%
0.819235	1	0.5%
0.819032	1	0.5%
0.817756	1	0.5%
0.817396	1	0.5%
0.81634	1	0.5%

spread1
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.684396744

Minimum	-7.964984
Maximum	-2.434031
Zeros	0
Zeros (%)	0.0%
Negative	195
Negative (%)	100.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	-7.964984
5-th percentile	-7.306315
Q1	-6.450096
median	-5.720868
Q3	-5.046192
95-th percentile	-3.7336141
Maximum	-2.434031
Range	5.530953
Interquartile range (IQR)	1.403904

Descriptive statistics

Standard deviation	1.090207764
Coefficient of variation (CV)	-0.1917895272
Kurtosis	-0.05019918161
Mean	-5.684396744
Median Absolute Deviation (MAD)	0.71853
Skewness	0.432138932
Sum	-1108.457365
Variance	1.188552968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.813031	1	0.5%
-3.297668	1	0.5%
-5.944191	1	0.5%
-5.594275	1	0.5%
-5.540351	1	0.5%
-5.825257	1	0.5%
-6.890021	1	0.5%
-5.892061	1	0.5%
-6.135296	1	0.5%
-6.112667	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.964984	1	0.5%
-7.777685	1	0.5%
-7.695734	1	0.5%
-7.682587	1	0.5%
-7.517934	1	0.5%
-7.496264	1	0.5%
-7.3483	1	0.5%
-7.31951	1	0.5%
-7.314237	1	0.5%
-7.31055	1	0.5%

Value	Count	Frequency (%)
-2.434031	1	0.5%
-2.839756	1	0.5%
-2.929379	1	0.5%
-2.93107	1	0.5%
-3.269487	1	0.5%
-3.297668	1	0.5%
-3.377325	1	0.5%
-3.444478	1	0.5%
-3.583722	1	0.5%
-3.700544	1	0.5%

spread2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	194
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2265103487

Minimum	0.006274
Maximum	0.450493
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.006274
5-th percentile	0.0888389
Q1	0.1743505
median	0.218885
Q3	0.279234
95-th percentile	0.3731391
Maximum	0.450493
Range	0.444219
Interquartile range (IQR)	0.1048835

Descriptive statistics

Standard deviation	0.08340576262
Coefficient of variation (CV)	0.3682205387
Kurtosis	-0.08302289328
Mean	0.2265103487
Median Absolute Deviation (MAD)	0.048702
Skewness	0.1444304855
Sum	44.169518
Variance	0.006956521238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.210279	2	1.0%
0.266482	1	0.5%
0.320385	1	0.5%
0.12795	1	0.5%
0.087165	1	0.5%
0.115697	1	0.5%
0.152941	1	0.5%
0.195976	1	0.5%
0.20363	1	0.5%
0.217013	1	0.5%
Other values (184)	184	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.006274	1	0.5%
0.018689	1	0.5%
0.056844	1	0.5%
0.063412	1	0.5%
0.066994	1	0.5%
0.073298	1	0.5%
0.078202	1	0.5%
0.086372	1	0.5%
0.087165	1	0.5%
0.08784	1	0.5%

Value	Count	Frequency (%)
0.450493	1	0.5%
0.434326	1	0.5%
0.414758	1	0.5%
0.397749	1	0.5%
0.396746	1	0.5%
0.393056	1	0.5%
0.391002	1	0.5%
0.389295	1	0.5%
0.389232	1	0.5%
0.375531	1	0.5%

D2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.381826087

Minimum	1.423287
Maximum	3.671155
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1.423287
5-th percentile	1.8487408
Q1	2.0991255
median	2.361532
Q3	2.636456
95-th percentile	3.0849315
Maximum	3.671155
Range	2.247868
Interquartile range (IQR)	0.5373305

Descriptive statistics

Standard deviation	0.3827990465
Coefficient of variation (CV)	0.1607166235
Kurtosis	0.2203341048
Mean	2.381826087
Median Absolute Deviation (MAD)	0.271094
Skewness	0.4303838913
Sum	464.456087
Variance	0.14653511
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.301442	1	0.5%
3.413649	1	0.5%
1.929715	1	0.5%
1.765957	1	0.5%
1.821297	1	0.5%
1.996146	1	0.5%
2.328513	1	0.5%
2.108873	1	0.5%
2.539724	1	0.5%
2.527742	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.423287	1	0.5%
1.512275	1	0.5%
1.544609	1	0.5%
1.743867	1	0.5%
1.765957	1	0.5%
1.777901	1	0.5%
1.821297	1	0.5%
1.827012	1	0.5%
1.831691	1	0.5%
1.840198	1	0.5%

Value	Count	Frequency (%)
3.671155	1	0.5%
3.413649	1	0.5%
3.317586	1	0.5%
3.274865	1	0.5%
3.184027	1	0.5%
3.142364	1	0.5%
3.13655	1	0.5%
3.10901	1	0.5%
3.099301	1	0.5%
3.098256	1	0.5%

PPE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.206551641

Minimum	0.044539
Maximum	0.527367
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.044539
5-th percentile	0.0915866
Q1	0.137451
median	0.194052
Q3	0.25298
95-th percentile	0.3695708
Maximum	0.527367
Range	0.482828
Interquartile range (IQR)	0.115529

Descriptive statistics

Standard deviation	0.09011932248
Coefficient of variation (CV)	0.4363040741
Kurtosis	0.5283349473
Mean	0.206551641
Median Absolute Deviation (MAD)	0.058352
Skewness	0.7974910716
Sum	40.27757
Variance	0.008121492285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.284654	1	0.5%
0.457533	1	0.5%
0.181988	1	0.5%
0.222716	1	0.5%
0.214075	1	0.5%
0.196535	1	0.5%
0.112856	1	0.5%
0.183572	1	0.5%
0.169923	1	0.5%
0.170633	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.044539	1	0.5%
0.056141	1	0.5%
0.05761	1	0.5%
0.068501	1	0.5%
0.073581	1	0.5%
0.075587	1	0.5%
0.085569	1	0.5%
0.086398	1	0.5%
0.09147	1	0.5%
0.091546	1	0.5%

Value	Count	Frequency (%)
0.527367	1	0.5%
0.457533	1	0.5%
0.454721	1	0.5%
0.444774	1	0.5%
0.430788	1	0.5%
0.418646	1	0.5%
0.410335	1	0.5%
0.378483	1	0.5%
0.377429	1	0.5%
0.370961	1	0.5%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	name	MDVP:Fo(Hz)	MDVP:Fhi(Hz)	MDVP:Flo(Hz)	MDVP:Jitter(%)	MDVP:Jitter(Abs)	MDVP:RAP	MDVP:PPQ	Jitter:DDP	MDVP:Shimmer	MDVP:Shimmer(dB)	Shimmer:APQ3	Shimmer:APQ5	MDVP:APQ	Shimmer:DDA	NHR	HNR	status	RPDE	DFA	spread1	spread2	D2	PPE
0	phon_R01_S01_1	119.992	157.302	74.997	0.00784	0.00007	0.00370	0.00554	0.01109	0.04374	0.426	0.02182	0.03130	0.02971	0.06545	0.02211	21.033	1	0.414783	0.815285	-4.813031	0.266482	2.301442	0.284654
1	phon_R01_S01_2	122.400	148.650	113.819	0.00968	0.00008	0.00465	0.00696	0.01394	0.06134	0.626	0.03134	0.04518	0.04368	0.09403	0.01929	19.085	1	0.458359	0.819521	-4.075192	0.335590	2.486855	0.368674
2	phon_R01_S01_3	116.682	131.111	111.555	0.01050	0.00009	0.00544	0.00781	0.01633	0.05233	0.482	0.02757	0.03858	0.03590	0.08270	0.01309	20.651	1	0.429895	0.825288	-4.443179	0.311173	2.342259	0.332634
3	phon_R01_S01_4	116.676	137.871	111.366	0.00997	0.00009	0.00502	0.00698	0.01505	0.05492	0.517	0.02924	0.04005	0.03772	0.08771	0.01353	20.644	1	0.434969	0.819235	-4.117501	0.334147	2.405554	0.368975
4	phon_R01_S01_5	116.014	141.781	110.655	0.01284	0.00011	0.00655	0.00908	0.01966	0.06425	0.584	0.03490	0.04825	0.04465	0.10470	0.01767	19.649	1	0.417356	0.823484	-3.747787	0.234513	2.332180	0.410335
5	phon_R01_S01_6	120.552	131.162	113.787	0.00968	0.00008	0.00463	0.00750	0.01388	0.04701	0.456	0.02328	0.03526	0.03243	0.06985	0.01222	21.378	1	0.415564	0.825069	-4.242867	0.299111	2.187560	0.357775
6	phon_R01_S02_1	120.267	137.244	114.820	0.00333	0.00003	0.00155	0.00202	0.00466	0.01608	0.140	0.00779	0.00937	0.01351	0.02337	0.00607	24.886	1	0.596040	0.764112	-5.634322	0.257682	1.854785	0.211756
7	phon_R01_S02_2	107.332	113.840	104.315	0.00290	0.00003	0.00144	0.00182	0.00431	0.01567	0.134	0.00829	0.00946	0.01256	0.02487	0.00344	26.892	1	0.637420	0.763262	-6.167603	0.183721	2.064693	0.163755
8	phon_R01_S02_3	95.730	132.068	91.754	0.00551	0.00006	0.00293	0.00332	0.00880	0.02093	0.191	0.01073	0.01277	0.01717	0.03218	0.01070	21.812	1	0.615551	0.773587	-5.498678	0.327769	2.322511	0.231571
9	phon_R01_S02_4	95.056	120.103	91.226	0.00532	0.00006	0.00268	0.00332	0.00803	0.02838	0.255	0.01441	0.01725	0.02444	0.04324	0.01022	21.862	1	0.547037	0.798463	-5.011879	0.325996	2.432792	0.271362

Last rows

	name	MDVP:Fo(Hz)	MDVP:Fhi(Hz)	MDVP:Flo(Hz)	MDVP:Jitter(%)	MDVP:Jitter(Abs)	MDVP:RAP	MDVP:PPQ	Jitter:DDP	MDVP:Shimmer	MDVP:Shimmer(dB)	Shimmer:APQ3	Shimmer:APQ5	MDVP:APQ	Shimmer:DDA	NHR	HNR	RPDE	DFA	spread1	spread2	D2	PPE
185	phon_R01_S49_3	116.286	177.291	96.983	0.00314	0.00003	0.00134	0.00192	0.00403	0.01564	0.136	0.00667	0.00990	0.01691	0.02001	0.00737	24.199	0.598515	0.654331	-5.592584	0.133917	2.058658	0.214346
186	phon_R01_S49_4	116.556	592.030	86.228	0.00496	0.00004	0.00254	0.00263	0.00762	0.01660	0.154	0.00820	0.00972	0.01491	0.02460	0.01397	23.958	0.566424	0.667654	-6.431119	0.153310	2.161936	0.120605
187	phon_R01_S49_5	116.342	581.289	94.246	0.00267	0.00002	0.00115	0.00148	0.00345	0.01300	0.117	0.00631	0.00789	0.01144	0.01892	0.00680	25.023	0.528485	0.663884	-6.359018	0.116636	2.152083	0.138868
188	phon_R01_S49_6	114.563	119.167	86.647	0.00327	0.00003	0.00146	0.00184	0.00439	0.01185	0.106	0.00557	0.00721	0.01095	0.01672	0.00703	24.775	0.555303	0.659132	-6.710219	0.149694	1.913990	0.121777
189	phon_R01_S50_1	201.774	262.707	78.228	0.00694	0.00003	0.00412	0.00396	0.01235	0.02574	0.255	0.01454	0.01582	0.01758	0.04363	0.04441	19.368	0.508479	0.683761	-6.934474	0.159890	2.316346	0.112838
190	phon_R01_S50_2	174.188	230.978	94.261	0.00459	0.00003	0.00263	0.00259	0.00790	0.04087	0.405	0.02336	0.02498	0.02745	0.07008	0.02764	19.517	0.448439	0.657899	-6.538586	0.121952	2.657476	0.133050
191	phon_R01_S50_3	209.516	253.017	89.488	0.00564	0.00003	0.00331	0.00292	0.00994	0.02751	0.263	0.01604	0.01657	0.01879	0.04812	0.01810	19.147	0.431674	0.683244	-6.195325	0.129303	2.784312	0.168895
192	phon_R01_S50_4	174.688	240.005	74.287	0.01360	0.00008	0.00624	0.00564	0.01873	0.02308	0.256	0.01268	0.01365	0.01667	0.03804	0.10715	17.883	0.407567	0.655683	-6.787197	0.158453	2.679772	0.131728
193	phon_R01_S50_5	198.764	396.961	74.904	0.00740	0.00004	0.00370	0.00390	0.01109	0.02296	0.241	0.01265	0.01321	0.01588	0.03794	0.07223	19.020	0.451221	0.643956	-6.744577	0.207454	2.138608	0.123306
194	phon_R01_S50_6	214.289	260.277	77.973	0.00567	0.00003	0.00295	0.00317	0.00885	0.01884	0.190	0.01026	0.01161	0.01373	0.03078	0.04398	21.209	0.462803	0.664357	-5.724056	0.190667	2.555477	0.148569

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Uppercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows